Firas Hamze

2 papers · 2009–2012 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

AISTATS (1) NeurIPS (1)

Top co-authors

Matthew King (1) Nando de Freitas (1) Nimalan Mahendran (1) Peter Carbonetto (1) Ziyu Wang (1)

Research topics

Machine Learning (2) Mathematics & Optimization (2) Optimization & Theory (2) Artificial Intelligence (1) Deep Learning (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Models (1) Optimization (1) Probability (1)

Keywords

probabilistic graphical model (2) latent dirichlet allocation (1) adaptive sampling (1) markov chain monte carlo (1) exploration-exploitation tradeoff (1) importance sampling (1) sequential monte carlo (1) stochastic approximation (1) bayesian optimization (1) graphical model (1) stochastic method (1) variational inference (1) adaptive mcmc (1)

Papers

Adaptive MCMC with Bayesian Optimization AISTATS 2012 A Stochastic approximation method for inference in probabilistic graphical models NeurIPS 2009